### What this PR does / why we need it? Fix the bugs when run deepseek model in engine v1. ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? CI passed with new added/existing test. --------- Signed-off-by: rjg-lyh <1318825571@qq.com>